TL;DR AI use is shifting from "chat Q&A" to "delegating whole tasks." OpenAI's usage data shows the unit of knowledge work moving from single interactions to long-horizon tasks. ๐
Title: How agents are transforming work
URL:
Highlights
๐งโ๐ผ The unit of knowledge work shifts from "interactions" to "delegated, long-horizon tasks"
โฑ๏ธ In May 2026, 80.6% of individuals made a Codex request >30 min of human work, 70.2% >1 hour, 25.6% >8 hours
๐ By June, 99th-percentile users generated 60+ hours of agent turns per day across parallel agents
๐ Non-developer users exploded vs Aug 2025: 137x individuals, 189x organizations
๐ฅ Codex now has 5M+ weekly active users (6x+ since the February desktop launch)
๐ Fastest-growing tasks: data analysis +110%, research +37%, knowledge artifacts +36% (week over week)
๐ข Even non-technical departments like Legal and Recruiting use Codex as their primary AI tool
The move to redesign work around "humans plus many parallel agents" is now visible in the numbers.
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FutureOfWork#